ArticleScientific reports2025
QTL mapping for yield contributing traits in mungbean (Vigna radiata L.) using a RIL population.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mungbean (Vigna radiata L.) is one of the most important yet genomically under-researched leguminous food crop. Its productivity is low due to the complex nature of yield realization, which is regulated by various yield-contributing traits. Thus, understanding the genetic basis of these traits is essential for developing an ideal genotype with high yield. In this study, mapping of quantitative trait loci (QTLs) was conducted for six yield-contributing traits using a recombinant inbred line (RIL) population (166 number), developed by crossing two contrasting genotypes (Pusa Baisakhi × PMR-1). The genotyping-by-sequencing (GBS) of RILs was used to construct the genetic map using 1347 single nucleotide polymorphism (SNPs). The QTL mapping using multiple interval mapping (MIM) and composite interval mapping (CIM) has identified 17 yield contributing QTLs of which, 4 for number of leaves/plant (NL), 3 for plant height (PH), 2 for SPAD value, 3 for 100 seed weight (SW), 2 for number of pods/plant (NP), and 3 for total grain yield (GY). The Logarithm of Odds (LOD) scores for these QTLs ranged from ~ 3-9, while phenotypic variance explained (PVE) ranged from ~ 9-24%. Several candidate genes with mRNA expression and protein-altering mutations were identified as having a direct role in key processes like growth (LOC106756212, LOC106776425, LOC106777991), flowering (LOC106777903, LOC106768860), metabolism (LOC106757749, LOC106758189), etc. The candidate genes are validated through digital gene expression analysis. In addition, Insertion-Deletion (InDel) markers were also developed for the identified QTLs which hold broad applications for the improvement of yield-related traits in mungbean.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.